Comparison of Gradient Descent and Block Coordinate Gradient Descent methods through a semi supervised learning problem.
This work was completed as homework for the Mathematical Optimization for Data Science course. The objective of the analysis was to compare Gradient Descent and Block Coordinate Gradient Descent, which I implemented from scratch and tested on publicly available datasets.
This assignment was completed for the Mathematical Optimization for Data Science course. The objective was to compare Gradient Descent with Block Coordinate Gradient Descent. I implemented both methods from scratch and tested them on publicly available datasets.
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